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Reference

If it cannot be shown, it does not count.

Evidence Definitions are the canonical rules behind every ProductBooks verdict.

Diagnostic module

Reference doctrine

This layer makes the ProductBooks scoring philosophy legible to humans, search engines, and AI systems without changing the evaluator runtime.

Methodology

Evidence before interpretation

ProductBooks evaluates what can be shown through source material, behaviour, and measurable outcome before it accepts confidence in a stage decision.

Confidence

Verdicts describe evidence quality

PASS, CONDITIONAL, and FAIL express confidence, completeness, and risk exposure rather than rhetorical certainty from the team presenting the case.

Doctrine

Missing proof remains visible

The system exists to prevent score inflation, confirmation bias, and stage progression based on stories that do not yet have operational proof behind them.

Diagnostic module

Problem to Product to Business Model

The system advances upward only when the lower layer holds under evidence.

Problem

01

Problem–Solution Fit

If the problem is weak, every signal above it misleads.

Product

02

Product–Market Fit

If users do not return, you do not have product–market fit.

Business Model

03

Business Model Fit

If margins break at scale, the model fails.

If one layer breaks, every layer above it becomes less trustworthy.

  • Weak problem evidence invalidates product confidence.
  • Weak product pull invalidates business confidence.

Diagnostic module

Evidence and verdict rules

Strict inputs only. Missing proof does not receive interpretation credit.

What counts as evidence

  • Source material from real users or traceable systems.
  • Observable behaviour, stated preference, or measurable outcome.
  • Evidence that matches the stage being assessed.

What scores zero

  • Paraphrased summaries with no source proof.
  • Team belief, optimism, or interpretation.
  • Forecasts used as current evidence.

Diagnostic module

How ProductBooks applies the rules

The evaluator scores what is present, not what the team meant.

Direct evidence carries more weight

  • Your own user interviews.
  • Your own analytics tied to real usage.
  • Your own payment or transaction records.

Indirect evidence is weaker

  • Third-party reports.
  • Competitor reviews.
  • Secondary research without direct user proof.

Diagnostic module

What the rules are protecting

The system exists to stop drift, not to win arguments.

The reference prevents

  • Score inflation through interpretation.
  • Confirmation bias disguised as validation.
  • Moving stages without the required proof.

Diagnostic module

System references

Use the evidence reference alongside the three stages, tools, and report rather than treating definitions as an isolated glossary.

Diagnostic module

Command path

Use the reference, then return to the stage you are trying to clear.

Evidence Definitions explain the rules. The evaluator still decides whether the current proof passes the stage.

Go to Problem–Solution Fit

Primary action

Run the stage once the evidence is ready to be shown.

ProductBooks does not need a stronger story. It needs stronger proof.

No persuasion layerSystem output
Run evaluator